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Live automation impact run

Account Management for B2B insurance

Explore potential AI-driven changes across Account Management for B2B insurance's workforce. Below our AI Analyst approximates their organizational composition and maps identified roles to occupational standards. Allowing us to estimate automation and augmentation opportunities for different positions.

While these are indicative projections rather than precise measurements, they're grounded in real-world data: task-level usage patterns from Claude interactions analyzed in Anthropic's Economic Index.

Potential workforce impact score
1919%
  • Automation11%
  • Augmentation9%

Workforce impact

Estimated via AI

5 cited sources

A mid-sized commercial insurance brokerage specializing in B2B insurance account management services. The firm provides property & casualty, commercial lines, and employee benefits insurance to business clients, with a strong emphasis on client relationship management and retention. The organization operates with approximately 130 employees, featuring a typical insurance brokerage structure with sales/production, account management, operations, and support functions. Account managers represent the largest segment of the workforce, consistent with the firm's focus on maintaining and servicing existing client relationships.

AI Estimate2/14/2026

Biggest Exposure

Professional/Individual Contributors
By Level • 86 people
Auto 11% · Aug 10%

Augmentation Lift

Professional/Individual Contributors
By Level • 86 people
Auto 11% · Aug 10%

Manual Load

Relationship & Sales
By Skill Type • 51 people
Auto 6% · Aug 10%

By Department

SegmentHeadcountAutoAug
528%9%
821%34%
1223%6%
827%14%
185%11%
813%7%

By Level

SegmentHeadcountAutoAug
8611%10%
2211%10%
1618%8%
69%7%
Workforce estimate: 130Last updated 2/14/2026, 2:38:10 PM
Benchmark refreshed 3/6/2026, 2:17:59 PM

Analyst narrative

Thinking

The user is asking me to analyze "Account Management for B2B insurance" - this appears to be a business function or service area rather than a specific company. I need to interpret this correctly.

This could mean:

  1. A specific company focused on account management services for B2B insurance
  2. The account management function/department within a B2B insurance company
  3. A general analysis of account management roles in the B2B insurance sector

Given the context of the task (building a workforce analysis report for a company), I think the user wants me to analyze a hypothetical or typical organization that provides account management services specifically for B2B insurance clients. This would be like a specialized service provider or agency.

Let me start by gathering information about:

  1. What account management for B2B insurance entails
  2. Whether there are specific companies in this space
  3. The typical organizational structure and roles involved
  4. Workforce size and composition patterns

I'll begin with broad searches to understand the landscape, then narrow down to organizational structure and roles.

I'll analyze the workforce structure for Account Management in B2B insurance. Let me start by gathering information about this sector and typical organizational patterns.

Searchedaccount management B2B insurance companies

10 results

SearchedB2B insurance account manager roles

10 results

Searchedcommercial insurance brokerage organizational structure

10 results

Searchedinsurance account management team size

10 results

Now let me reflect on these findings before proceeding:

Thinking

I've gathered good information about B2B insurance account management. Let me synthesize what I learned:

  1. "Account Management for B2B insurance" is not a specific company, but rather a business function/service area
  2. B2B insurance involves:
    • Commercial insurance brokerages serving business clients
    • Account managers who maintain client relationships
    • Insurance agencies with account management teams
    • Services for corporate clients (property & casualty, commercial lines, employee benefits)

Key insights:

  • Account managers account for roughly half of agency employees
  • Ratio of account managers to producers is 2-3:1
  • Key roles include: Insurance Account Managers, Commercial Lines Account Managers, Account Executives, Producers/Sales Agents, Underwriters, Claims staff, Customer Service Reps
  • Typical insurance brokerage structure includes: Sales, Account Management, Claims, Operations, Finance, IT, HR

Since this isn't a specific company, I should model this as a hypothetical mid-sized B2B insurance brokerage/agency that focuses on account management services. Based on industry patterns:

  • Mid-sized agencies: 50-200 employees
  • Let me assume ~100-150 employees for a substantial account management focused firm
  • This would fall into the "SMALL" category (51-500 employees) per my guidelines

I should search for more specific data on:

  • Typical headcount distribution in insurance brokerages
  • Support staff ratios
  • Technology/operations requirements

Searchedinsurance brokerage employee headcount distribution

10 results

Searchedcommercial insurance agency staffing ratios

10 results

Searchedinsurance brokerage typical company size employees

10 results

Now let me synthesize findings and determine organizational approach:

Thinking

Great progress. Let me synthesize the key data points from my searches:

Industry Context:

  • 148,000 insurance agencies/brokerages in US employing 1.05M employees
  • Average agency size: ~7 employees
  • Industry revenue: $260B (2024)
  • Three main functions: Sales/Production, Service/Account Management, Administration
  • Account managers represent ~50% of agency employees
  • Ratio of account managers to producers: 2-3:1

Key Benchmarks:

  • Revenue per employee: $128K-$257K (average ~$160-180K)
  • Service staffing: ~25% of agency cost
  • Business ops & finance: 16.3% of employees
  • Four employee categories: Executive/Management, Production Personnel, Service Personnel, Support Personnel

B2B Insurance Account Management Focus: Since the user wants "Account Management for B2B insurance," this suggests a firm specializing in servicing B2B/commercial insurance clients with an emphasis on account management. This would be:

  • A commercial insurance brokerage/agency
  • Focused on B2B clients (not personal lines)
  • Heavy emphasis on account management vs. new sales
  • Likely mid-sized: 100-200 employees fits the "SMALL" category (51-500)

Workforce Composition Model (for ~120-150 employee firm):

  1. Executive Leadership (~5-8 people, 4-5%)
  2. Sales/Producers (~15-20 people, 12-15%)
  3. Account Management (largest - ~50-60 people, 40-45%)
  4. Client Service/Support (~20-25 people, 16-20%)
  5. Operations (~10-12 people, 8-10%)
  6. Finance & Admin (~8-10 people, 6-8%)
  7. Technology/IT (~6-8 people, 5-6%)
  8. HR & Compliance (~4-6 people, 3-4%)

I'll model this as a 130-employee commercial insurance brokerage focused on B2B clients with strong account management emphasis. This provides enough scale to show proper organizational structure without being too large.

Now I need to map specific ONET roles and get automation/augmentation data.

Now let me identify the key ONET roles and get automation/augmentation shares:

O*NET high-level summary15 matched · 3 unmatched
Insurance Sales Agents
Sales and Related41-3021.00
19 tasks
Sales Managers
Management11-2022.00
17 tasks
General and Operations Managers
Management11-1021.00
17 tasks
Financial Managers, Branch or Department
Management11-3031.02
21 tasks
Customer Service Representatives
Office and Administrative Support43-4051.00
15 tasks
First-Line Supervisors of Office and Administrative Support Workers
Office and Administrative Support43-1011.00
29 tasks
Insurance Underwriters
Business and Financial Operations13-2053.00
7 tasks
Bookkeeping, Accounting, and Auditing Clerks
Office and Administrative Support43-3031.00
30 tasks
Executive Secretaries and Executive Administrative Assistants
Office and Administrative Support43-6011.00
22 tasks
Computer Systems Analysts
Computer and Mathematical15-1121.00
21 tasks
Network and Computer Systems Administrators
Computer and Mathematical15-1142.00
20 tasks
Human Resources Specialists
Business and Financial Operations13-1071.00
25 tasks
Compliance Managers
Management11-9199.02
30 tasks
Market Research Analysts and Marketing Specialists
Business and Financial Operations13-1161.00
13 tasks
Management Analysts
Business and Financial Operations13-1111.00
11 tasks
Could not match some roles
  • Claims Adjusters, Examiners, and InvestigatorsDid you mean Insurance Adjusters, Examiners, and Investigators?
  • Insurance Claims and Policy Processing Clerks
  • Accountants and AuditorsTry: Accountants, Auditors

Let me get the missing roles:

O*NET high-level summary4 matched · 0 unmatched
Insurance Adjusters, Examiners, and Investigators
Business and Financial Operations13-1031.02
13 tasks
Accountants
Business and Financial Operations13-2011.01
16 tasks
Claims Examiners, Property and Casualty Insurance
Business and Financial Operations13-1031.01
16 tasks
Chief Executives
Management11-1011.00
31 tasks

Perfect! Now I have all the data I need. Let me build the complete organizational structure and call the finalizer:

Final organisation automation report